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Jacek Kozak

Researcher at Jagiellonian University

Publications -  57
Citations -  3216

Jacek Kozak is an academic researcher from Jagiellonian University. The author has contributed to research in topics: Land use & Land cover. The author has an hindex of 26, co-authored 55 publications receiving 2722 citations.

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Mapping spatial patterns with morphological image processing

TL;DR: In this paper, morphological image processing is used for classifying spatial patterns at the pixel level on binary land cover maps, which are classified as perforated, edge, patch, core, and core.
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Land cover mapping of large areas using chain classification of neighboring Landsat satellite images

TL;DR: It is noted that chain classification can only be applied when land cover classes are well represented in the overlap area of neighboring Landsat scenes, but as long as this constraint is met, chain classification is a powerful approach for large area land cover classifications, especially in areas of varying training data availability.
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Transitions in European land-management regimes between 1800 and 2010

Martin Rudbeck Jepsen, +50 more
- 01 Dec 2015 - 
TL;DR: In this article, the authors examined the evolution of European land management over the past 200 years with the aim of identifying key episodes of changes in land management, and their underlying technological, institutional and economic drivers.
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Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy

TL;DR: In this article, the performance of three regression techniques, namely, partial least squares regression (PLSR), support vector regression (SVR), and multivariate adaptive regression splines (MARS), were compared to identify the best method to assess organic matter (OM) and clay content in the salt-affected soils.